Overview

Dataset statistics

Number of variables34
Number of observations2119
Missing cells2
Missing cells (%)< 0.1%
Duplicate rows0
Duplicate rows (%)0.0%
Total size in memory563.0 KiB
Average record size in memory272.1 B

Variable types

Numeric29
Categorical5

Warnings

time has a high cardinality: 2119 distinct values High cardinality
level_0 is highly correlated with df_index and 6 other fieldsHigh correlation
df_index is highly correlated with level_0 and 6 other fieldsHigh correlation
open is highly correlated with level_0 and 6 other fieldsHigh correlation
high is highly correlated with level_0 and 6 other fieldsHigh correlation
low is highly correlated with level_0 and 6 other fieldsHigh correlation
close is highly correlated with level_0 and 6 other fieldsHigh correlation
volume is highly correlated with pvo12-26High correlation
sma5-20 is highly correlated with sma8-15 and 9 other fieldsHigh correlation
sma8-15 is highly correlated with sma5-20 and 12 other fieldsHigh correlation
sma20-50 is highly correlated with sma5-20 and 4 other fieldsHigh correlation
ema5-20 is highly correlated with sma5-20 and 12 other fieldsHigh correlation
macd is highly correlated with sma5-20 and 7 other fieldsHigh correlation
ao14 is highly correlated with sma5-20 and 9 other fieldsHigh correlation
wd14 is highly correlated with ao14 and 6 other fieldsHigh correlation
ppo12-26 is highly correlated with sma8-15 and 9 other fieldsHigh correlation
rsi14 is highly correlated with sma8-15 and 9 other fieldsHigh correlation
mfi14 is highly correlated with sma5-20 and 9 other fieldsHigh correlation
tsi is highly correlated with sma8-15 and 10 other fieldsHigh correlation
so14 is highly correlated with sma5-20 and 9 other fieldsHigh correlation
cmo14 is highly correlated with sma5-20 and 9 other fieldsHigh correlation
pvo12-26 is highly correlated with volumeHigh correlation
obv is highly correlated with level_0 and 6 other fieldsHigh correlation
fi13 is highly correlated with sma5-20 and 3 other fieldsHigh correlation
fi50 is highly correlated with sma5-20 and 4 other fieldsHigh correlation
market_cap is highly correlated with level_0 and 6 other fieldsHigh correlation
return is highly correlated with close_buy_indicator and 1 other fieldsHigh correlation
close_buy_indicator is highly correlated with returnHigh correlation
close_short_indicator is highly correlated with returnHigh correlation
level_0 is highly correlated with df_index and 5 other fieldsHigh correlation
df_index is highly correlated with level_0 and 5 other fieldsHigh correlation
open is highly correlated with level_0 and 6 other fieldsHigh correlation
high is highly correlated with level_0 and 6 other fieldsHigh correlation
low is highly correlated with level_0 and 6 other fieldsHigh correlation
close is highly correlated with level_0 and 6 other fieldsHigh correlation
volume is highly correlated with market_capHigh correlation
sma5-20 is highly correlated with sma8-15 and 12 other fieldsHigh correlation
sma8-15 is highly correlated with sma5-20 and 13 other fieldsHigh correlation
sma20-50 is highly correlated with sma8-15 and 6 other fieldsHigh correlation
ema5-20 is highly correlated with sma5-20 and 13 other fieldsHigh correlation
macd is highly correlated with sma5-20 and 13 other fieldsHigh correlation
ao14 is highly correlated with sma5-20 and 11 other fieldsHigh correlation
wd14 is highly correlated with sma5-20 and 12 other fieldsHigh correlation
ppo12-26 is highly correlated with sma5-20 and 13 other fieldsHigh correlation
rsi14 is highly correlated with sma5-20 and 13 other fieldsHigh correlation
mfi14 is highly correlated with sma5-20 and 12 other fieldsHigh correlation
tsi is highly correlated with sma5-20 and 13 other fieldsHigh correlation
so14 is highly correlated with sma5-20 and 12 other fieldsHigh correlation
cmo14 is highly correlated with sma5-20 and 12 other fieldsHigh correlation
obv is highly correlated with open and 4 other fieldsHigh correlation
fi13 is highly correlated with sma5-20 and 12 other fieldsHigh correlation
fi50 is highly correlated with sma5-20 and 12 other fieldsHigh correlation
market_cap is highly correlated with level_0 and 7 other fieldsHigh correlation
return is highly correlated with close_buy_indicator and 1 other fieldsHigh correlation
close_buy_indicator is highly correlated with returnHigh correlation
close_short_indicator is highly correlated with returnHigh correlation
level_0 is highly correlated with df_index and 4 other fieldsHigh correlation
df_index is highly correlated with level_0 and 4 other fieldsHigh correlation
open is highly correlated with level_0 and 6 other fieldsHigh correlation
high is highly correlated with level_0 and 6 other fieldsHigh correlation
low is highly correlated with level_0 and 6 other fieldsHigh correlation
close is highly correlated with level_0 and 6 other fieldsHigh correlation
sma5-20 is highly correlated with sma8-15 and 11 other fieldsHigh correlation
sma8-15 is highly correlated with sma5-20 and 12 other fieldsHigh correlation
sma20-50 is highly correlated with sma8-15 and 5 other fieldsHigh correlation
ema5-20 is highly correlated with sma5-20 and 12 other fieldsHigh correlation
macd is highly correlated with sma5-20 and 7 other fieldsHigh correlation
ao14 is highly correlated with sma5-20 and 7 other fieldsHigh correlation
wd14 is highly correlated with sma8-15 and 7 other fieldsHigh correlation
ppo12-26 is highly correlated with sma5-20 and 9 other fieldsHigh correlation
rsi14 is highly correlated with sma5-20 and 12 other fieldsHigh correlation
mfi14 is highly correlated with sma5-20 and 5 other fieldsHigh correlation
tsi is highly correlated with sma5-20 and 9 other fieldsHigh correlation
so14 is highly correlated with sma5-20 and 10 other fieldsHigh correlation
cmo14 is highly correlated with sma5-20 and 10 other fieldsHigh correlation
obv is highly correlated with open and 4 other fieldsHigh correlation
fi13 is highly correlated with sma5-20 and 7 other fieldsHigh correlation
fi50 is highly correlated with sma5-20 and 8 other fieldsHigh correlation
market_cap is highly correlated with open and 4 other fieldsHigh correlation
cmo14 is highly correlated with sma5-20 and 9 other fieldsHigh correlation
sma5-20 is highly correlated with cmo14 and 20 other fieldsHigh correlation
macd is highly correlated with sma5-20 and 19 other fieldsHigh correlation
open is highly correlated with sma5-20 and 12 other fieldsHigh correlation
level_0 is highly correlated with sma5-20 and 16 other fieldsHigh correlation
ppo12-26 is highly correlated with cmo14 and 18 other fieldsHigh correlation
ao14 is highly correlated with cmo14 and 7 other fieldsHigh correlation
close_short_indicator is highly correlated with returnHigh correlation
low is highly correlated with sma5-20 and 12 other fieldsHigh correlation
volume is highly correlated with market_cap and 2 other fieldsHigh correlation
df_index is highly correlated with sma5-20 and 16 other fieldsHigh correlation
high is highly correlated with sma5-20 and 12 other fieldsHigh correlation
sma8-15 is highly correlated with cmo14 and 19 other fieldsHigh correlation
close is highly correlated with sma5-20 and 12 other fieldsHigh correlation
obv is highly correlated with sma5-20 and 16 other fieldsHigh correlation
market_cap is highly correlated with sma5-20 and 15 other fieldsHigh correlation
rsi14 is highly correlated with cmo14 and 15 other fieldsHigh correlation
ema5-20 is highly correlated with cmo14 and 20 other fieldsHigh correlation
pvo12-26 is highly correlated with ppo12-26 and 5 other fieldsHigh correlation
atrp14 is highly correlated with macd and 6 other fieldsHigh correlation
tsi is highly correlated with cmo14 and 18 other fieldsHigh correlation
return is highly correlated with close_short_indicator and 3 other fieldsHigh correlation
fi50 is highly correlated with sma5-20 and 18 other fieldsHigh correlation
sma20-50 is highly correlated with sma5-20 and 15 other fieldsHigh correlation
mfi14 is highly correlated with cmo14 and 10 other fieldsHigh correlation
adx14 is highly correlated with ppo12-26 and 3 other fieldsHigh correlation
close_buy_indicator is highly correlated with returnHigh correlation
so14 is highly correlated with cmo14 and 10 other fieldsHigh correlation
fi13 is highly correlated with sma5-20 and 7 other fieldsHigh correlation
wd14 is highly correlated with cmo14 and 9 other fieldsHigh correlation
level_0 is uniformly distributed Uniform
df_index is uniformly distributed Uniform
time is uniformly distributed Uniform
level_0 has unique values Unique
df_index has unique values Unique
time has unique values Unique
sma5-20 has unique values Unique
sma8-15 has unique values Unique
sma20-50 has unique values Unique
ema5-20 has unique values Unique
macd has unique values Unique
adx14 has unique values Unique
wd14 has unique values Unique
ppo12-26 has unique values Unique
mfi14 has unique values Unique
tsi has unique values Unique
so14 has unique values Unique
cmo14 has unique values Unique
atrp14 has unique values Unique
pvo12-26 has unique values Unique
fi13 has unique values Unique
fi50 has unique values Unique

Reproduction

Analysis started2022-06-15 11:14:05.564849
Analysis finished2022-06-15 11:15:36.391899
Duration1 minute and 30.83 seconds
Software versionpandas-profiling v3.0.0
Download configurationconfig.json

Variables

level_0
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIFORM
UNIQUE

Distinct2119
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1153
Minimum94
Maximum2212
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size16.7 KiB

Quantile statistics

Minimum94
5-th percentile199.9
Q1623.5
median1153
Q31682.5
95-th percentile2106.1
Maximum2212
Range2118
Interquartile range (IQR)1059

Descriptive statistics

Standard deviation611.8469307
Coefficient of variation (CV)0.5306564881
Kurtosis-1.2
Mean1153
Median Absolute Deviation (MAD)530
Skewness0
Sum2443207
Variance374356.6667
MonotonicityStrictly increasing
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
20471
 
< 0.1%
13501
 
< 0.1%
13221
 
< 0.1%
13241
 
< 0.1%
13261
 
< 0.1%
13281
 
< 0.1%
13301
 
< 0.1%
13321
 
< 0.1%
13341
 
< 0.1%
13361
 
< 0.1%
Other values (2109)2109
99.5%
ValueCountFrequency (%)
941
< 0.1%
951
< 0.1%
961
< 0.1%
971
< 0.1%
981
< 0.1%
991
< 0.1%
1001
< 0.1%
1011
< 0.1%
1021
< 0.1%
1031
< 0.1%
ValueCountFrequency (%)
22121
< 0.1%
22111
< 0.1%
22101
< 0.1%
22091
< 0.1%
22081
< 0.1%
22071
< 0.1%
22061
< 0.1%
22051
< 0.1%
22041
< 0.1%
22031
< 0.1%

df_index
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIFORM
UNIQUE

Distinct2119
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1153
Minimum94
Maximum2212
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size16.7 KiB

Quantile statistics

Minimum94
5-th percentile199.9
Q1623.5
median1153
Q31682.5
95-th percentile2106.1
Maximum2212
Range2118
Interquartile range (IQR)1059

Descriptive statistics

Standard deviation611.8469307
Coefficient of variation (CV)0.5306564881
Kurtosis-1.2
Mean1153
Median Absolute Deviation (MAD)530
Skewness0
Sum2443207
Variance374356.6667
MonotonicityStrictly increasing
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
20471
 
< 0.1%
13501
 
< 0.1%
13221
 
< 0.1%
13241
 
< 0.1%
13261
 
< 0.1%
13281
 
< 0.1%
13301
 
< 0.1%
13321
 
< 0.1%
13341
 
< 0.1%
13361
 
< 0.1%
Other values (2109)2109
99.5%
ValueCountFrequency (%)
941
< 0.1%
951
< 0.1%
961
< 0.1%
971
< 0.1%
981
< 0.1%
991
< 0.1%
1001
< 0.1%
1011
< 0.1%
1021
< 0.1%
1031
< 0.1%
ValueCountFrequency (%)
22121
< 0.1%
22111
< 0.1%
22101
< 0.1%
22091
< 0.1%
22081
< 0.1%
22071
< 0.1%
22061
< 0.1%
22051
< 0.1%
22041
< 0.1%
22031
< 0.1%

time
Categorical

HIGH CARDINALITY
UNIFORM
UNIQUE

Distinct2119
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Memory size16.7 KiB
2021-05-31 00:00:00
 
1
2019-03-02 00:00:00
 
1
2017-03-09 00:00:00
 
1
2022-01-02 00:00:00
 
1
2016-09-04 00:00:00
 
1
Other values (2114)
2114 

Length

Max length19
Median length19
Mean length19
Min length19

Characters and Unicode

Total characters40261
Distinct characters13
Distinct categories4 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique2119 ?
Unique (%)100.0%

Sample

1st row2016-06-13 00:00:00
2nd row2016-06-14 00:00:00
3rd row2016-06-15 00:00:00
4th row2016-06-16 00:00:00
5th row2016-06-17 00:00:00

Common Values

ValueCountFrequency (%)
2021-05-31 00:00:001
 
< 0.1%
2019-03-02 00:00:001
 
< 0.1%
2017-03-09 00:00:001
 
< 0.1%
2022-01-02 00:00:001
 
< 0.1%
2016-09-04 00:00:001
 
< 0.1%
2018-07-20 00:00:001
 
< 0.1%
2017-06-05 00:00:001
 
< 0.1%
2021-01-12 00:00:001
 
< 0.1%
2020-04-19 00:00:001
 
< 0.1%
2016-11-22 00:00:001
 
< 0.1%
Other values (2109)2109
99.5%

Length

Histogram of lengths of the category
ValueCountFrequency (%)
00:00:002119
50.0%
2022-02-281
 
< 0.1%
2018-08-221
 
< 0.1%
2016-12-141
 
< 0.1%
2021-12-041
 
< 0.1%
2019-11-201
 
< 0.1%
2017-02-051
 
< 0.1%
2016-06-171
 
< 0.1%
2021-04-211
 
< 0.1%
2018-05-141
 
< 0.1%
Other values (2110)2110
49.8%

Most occurring characters

ValueCountFrequency (%)
017777
44.2%
24290
 
10.7%
-4238
 
10.5%
:4238
 
10.5%
13527
 
8.8%
2119
 
5.3%
7760
 
1.9%
8760
 
1.9%
9749
 
1.9%
6579
 
1.4%
Other values (3)1224
 
3.0%

Most occurring categories

ValueCountFrequency (%)
Decimal Number29666
73.7%
Dash Punctuation4238
 
10.5%
Other Punctuation4238
 
10.5%
Space Separator2119
 
5.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
017777
59.9%
24290
 
14.5%
13527
 
11.9%
7760
 
2.6%
8760
 
2.6%
9749
 
2.5%
6579
 
2.0%
3500
 
1.7%
5364
 
1.2%
4360
 
1.2%
Dash Punctuation
ValueCountFrequency (%)
-4238
100.0%
Space Separator
ValueCountFrequency (%)
2119
100.0%
Other Punctuation
ValueCountFrequency (%)
:4238
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common40261
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
017777
44.2%
24290
 
10.7%
-4238
 
10.5%
:4238
 
10.5%
13527
 
8.8%
2119
 
5.3%
7760
 
1.9%
8760
 
1.9%
9749
 
1.9%
6579
 
1.4%
Other values (3)1224
 
3.0%

Most occurring blocks

ValueCountFrequency (%)
ASCII40261
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
017777
44.2%
24290
 
10.7%
-4238
 
10.5%
:4238
 
10.5%
13527
 
8.8%
2119
 
5.3%
7760
 
1.9%
8760
 
1.9%
9749
 
1.9%
6579
 
1.4%
Other values (3)1224
 
3.0%

open
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct2089
Distinct (%)98.6%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean809.5576589
Minimum6.758
Maximum4807.1
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size16.7 KiB

Quantile statistics

Minimum6.758
5-th percentile10.8891
Q1148.085
median269.64
Q3743.485
95-th percentile3539.32
Maximum4807.1
Range4800.342
Interquartile range (IQR)595.4

Descriptive statistics

Standard deviation1149.442401
Coefficient of variation (CV)1.419840067
Kurtosis1.892866772
Mean809.5576589
Median Absolute Deviation (MAD)180.48
Skewness1.761936651
Sum1715452.679
Variance1321217.832
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
10.1657
 
0.3%
3112
 
0.1%
180.452
 
0.1%
10.9772
 
0.1%
238.562
 
0.1%
10.5092
 
0.1%
179.992
 
0.1%
11.4472
 
0.1%
2441.62
 
0.1%
178.522
 
0.1%
Other values (2079)2094
98.8%
ValueCountFrequency (%)
6.7581
< 0.1%
7.2321
< 0.1%
7.24311
< 0.1%
7.2511
< 0.1%
7.2631
< 0.1%
7.331
< 0.1%
7.51
< 0.1%
7.551
< 0.1%
7.5711
< 0.1%
7.6021
< 0.1%
ValueCountFrequency (%)
4807.11
< 0.1%
4731.581
< 0.1%
4721.071
< 0.1%
4667.791
< 0.1%
4645.581
< 0.1%
4631.271
< 0.1%
4629.81
< 0.1%
4625.222111
< 0.1%
4617.271
< 0.1%
4606.071
< 0.1%

high
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct2044
Distinct (%)96.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean840.4295281
Minimum7.33
Maximum4868.79
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size16.7 KiB

Quantile statistics

Minimum7.33
5-th percentile11.1799
Q1153.74
median280.5
Q3773.305
95-th percentile3611.267
Maximum4868.79
Range4861.46
Interquartile range (IQR)619.565

Descriptive statistics

Standard deviation1187.935232
Coefficient of variation (CV)1.413485834
Kurtosis1.802991401
Mean840.4295281
Median Absolute Deviation (MAD)187.508
Skewness1.742142324
Sum1780870.17
Variance1411190.116
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
10.1657
 
0.3%
12.23
 
0.1%
2473
 
0.1%
133
 
0.1%
2153
 
0.1%
1703
 
0.1%
2303
 
0.1%
4883
 
0.1%
3123
 
0.1%
239.462
 
0.1%
Other values (2034)2086
98.4%
ValueCountFrequency (%)
7.332
0.1%
7.351
< 0.1%
7.3511
< 0.1%
7.5671
< 0.1%
7.62391
< 0.1%
7.77591
< 0.1%
7.80181
< 0.1%
7.82791
< 0.1%
7.87851
< 0.1%
7.9061
< 0.1%
ValueCountFrequency (%)
4868.791
< 0.1%
4842.651
< 0.1%
48251
< 0.1%
4810.931
< 0.1%
4784.51
< 0.1%
4783.271
< 0.1%
4771.231
< 0.1%
47591
< 0.1%
4708.61
< 0.1%
4695.071
< 0.1%

low
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct2044
Distinct (%)96.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean773.6374209
Minimum5.861
Maximum4697.9
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size16.7 KiB

Quantile statistics

Minimum5.861
5-th percentile10.5091
Q1141.535
median258.37
Q3706.485
95-th percentile3370.7441
Maximum4697.9
Range4692.039
Interquartile range (IQR)564.95

Descriptive statistics

Standard deviation1103.069841
Coefficient of variation (CV)1.425822758
Kurtosis1.977052158
Mean773.6374209
Median Absolute Deviation (MAD)174.36
Skewness1.781309218
Sum1639337.695
Variance1216763.074
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
10.1657
 
0.3%
11.64
 
0.2%
2774
 
0.2%
11.993
 
0.1%
23003
 
0.1%
12.73
 
0.1%
380.53
 
0.1%
321.52
 
0.1%
10.3762
 
0.1%
218.122
 
0.1%
Other values (2034)2086
98.4%
ValueCountFrequency (%)
5.8611
< 0.1%
6.38221
< 0.1%
7.051
< 0.1%
7.071
< 0.1%
7.08291
< 0.1%
7.12
0.1%
7.10911
< 0.1%
7.21
< 0.1%
7.2791
< 0.1%
7.34211
< 0.1%
ValueCountFrequency (%)
4697.91
< 0.1%
4614.521391
< 0.1%
4586.81
< 0.1%
4577.51
< 0.1%
4535.21
< 0.1%
4524.861
< 0.1%
4514.71
< 0.1%
4508.421
< 0.1%
4506.21
< 0.1%
4455.141
< 0.1%

close
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct2076
Distinct (%)98.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean810.9640021
Minimum6.7601
Maximum4811.9
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size16.7 KiB

Quantile statistics

Minimum6.7601
5-th percentile10.8318
Q1148.1394172
median270.96
Q3745.13
95-th percentile3530.864
Maximum4811.9
Range4805.1399
Interquartile range (IQR)596.9905829

Descriptive statistics

Standard deviation1150.133708
Coefficient of variation (CV)1.418230285
Kurtosis1.868562882
Mean810.9640021
Median Absolute Deviation (MAD)180.509
Skewness1.756403652
Sum1718432.72
Variance1322807.547
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
10.1658
 
0.4%
174.352
 
0.1%
11.4982
 
0.1%
11.0442
 
0.1%
11.3452
 
0.1%
214.122
 
0.1%
2665.952
 
0.1%
233.12
 
0.1%
127.092
 
0.1%
13.2192
 
0.1%
Other values (2066)2093
98.8%
ValueCountFrequency (%)
6.76011
< 0.1%
7.1811
< 0.1%
7.211
< 0.1%
7.24911
< 0.1%
7.27111
< 0.1%
7.29991
< 0.1%
7.46561
< 0.1%
7.5761
< 0.1%
7.61791
< 0.1%
7.6731
< 0.1%
ValueCountFrequency (%)
4811.91
< 0.1%
4731.591
< 0.1%
4721.881
< 0.1%
4667.341
< 0.1%
4644.441
< 0.1%
4632.221
< 0.1%
4630.311
< 0.1%
4627.031
< 0.1%
4617.021
< 0.1%
4606.071
< 0.1%

volume
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct2108
Distinct (%)99.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean452803.1936
Minimum0
Maximum4920941.721
Zeros12
Zeros (%)0.6%
Negative0
Negative (%)0.0%
Memory size16.7 KiB

Quantile statistics

Minimum0
5-th percentile59987.57517
Q1199074.7933
median327042.8279
Q3557444.5666
95-th percentile1259890.238
Maximum4920941.721
Range4920941.721
Interquartile range (IQR)358369.7734

Descriptive statistics

Standard deviation418085.3077
Coefficient of variation (CV)0.9233267644
Kurtosis14.17397537
Mean452803.1936
Median Absolute Deviation (MAD)159745.5909
Skewness2.826117511
Sum959489967.3
Variance1.747953245 × 1011
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
012
 
0.6%
219408.27051
 
< 0.1%
156654.07031
 
< 0.1%
816723.38321
 
< 0.1%
183847.76221
 
< 0.1%
368785.73251
 
< 0.1%
471716.06931
 
< 0.1%
425649.58491
 
< 0.1%
386837.93371
 
< 0.1%
106852.41141
 
< 0.1%
Other values (2098)2098
99.0%
ValueCountFrequency (%)
012
0.6%
6906.1380961
 
< 0.1%
7367.3344671
 
< 0.1%
8865.549081
 
< 0.1%
9514.4714391
 
< 0.1%
9807.8178051
 
< 0.1%
10026.798911
 
< 0.1%
10155.869591
 
< 0.1%
10654.03021
 
< 0.1%
11929.153661
 
< 0.1%
ValueCountFrequency (%)
4920941.7211
< 0.1%
4047735.1541
< 0.1%
3365260.6931
< 0.1%
3200524.4251
< 0.1%
2881252.2431
< 0.1%
2624276.3071
< 0.1%
2568568.2751
< 0.1%
2492088.7451
< 0.1%
2485677.6921
< 0.1%
2387956.8751
< 0.1%

sma5-20
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct2119
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean11.04081109
Minimum-955.1099
Maximum799.65025
Zeros0
Zeros (%)0.0%
Negative947
Negative (%)44.7%
Memory size16.7 KiB

Quantile statistics

Minimum-955.1099
5-th percentile-164.1542207
Q1-12.04914366
median0.78104
Q322.74353213
95-th percentile249.24405
Maximum799.65025
Range1754.76015
Interquartile range (IQR)34.79267579

Descriptive statistics

Standard deviation129.2434665
Coefficient of variation (CV)11.70597571
Kurtosis11.08739602
Mean11.04081109
Median Absolute Deviation (MAD)17.51464739
Skewness0.07449464292
Sum23395.4787
Variance16703.87362
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-6.6041
 
< 0.1%
-6.95251
 
< 0.1%
-235.3621
 
< 0.1%
11.43051
 
< 0.1%
-13.34921631
 
< 0.1%
-0.59241
 
< 0.1%
0.19114361451
 
< 0.1%
-0.5115151
 
< 0.1%
-4.9509007271
 
< 0.1%
26.461164431
 
< 0.1%
Other values (2109)2109
99.5%
ValueCountFrequency (%)
-955.10991
< 0.1%
-883.74341
< 0.1%
-856.07391
< 0.1%
-766.25741
< 0.1%
-735.95491
< 0.1%
-608.45621
< 0.1%
-601.1261
< 0.1%
-547.52951
< 0.1%
-521.2161
< 0.1%
-503.40251
< 0.1%
ValueCountFrequency (%)
799.650251
< 0.1%
796.665751
< 0.1%
753.349751
< 0.1%
750.296251
< 0.1%
701.01091
< 0.1%
689.602751
< 0.1%
688.14841
< 0.1%
639.92341
< 0.1%
626.827251
< 0.1%
583.71311
< 0.1%

sma8-15
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct2119
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.002548925
Minimum-268.0788406
Maximum316.2684604
Zeros0
Zeros (%)0.0%
Negative961
Negative (%)45.4%
Memory size16.7 KiB

Quantile statistics

Minimum-268.0788406
5-th percentile-58.05887794
Q1-4.791887209
median0.2733643246
Q39.200275188
95-th percentile92.13649406
Maximum316.2684604
Range584.3473009
Interquartile range (IQR)13.9921624

Descriptive statistics

Standard deviation47.74049888
Coefficient of variation (CV)9.543234779
Kurtosis8.795348085
Mean5.002548925
Median Absolute Deviation (MAD)6.825592905
Skewness0.7193640445
Sum10600.40117
Variance2279.155233
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
8.8808295911
 
< 0.1%
4.6054912931
 
< 0.1%
-1.4615169311
 
< 0.1%
94.037230491
 
< 0.1%
-21.059171
 
< 0.1%
15.247049191
 
< 0.1%
2.7929322551
 
< 0.1%
1.1408981741
 
< 0.1%
-133.77580941
 
< 0.1%
1.712514321
 
< 0.1%
Other values (2109)2109
99.5%
ValueCountFrequency (%)
-268.07884061
< 0.1%
-239.13359591
< 0.1%
-220.57720651
< 0.1%
-212.48340841
< 0.1%
-212.16813551
< 0.1%
-207.28353791
< 0.1%
-206.37565211
< 0.1%
-200.34066791
< 0.1%
-200.27799441
< 0.1%
-188.98721881
< 0.1%
ValueCountFrequency (%)
316.26846041
< 0.1%
298.45384681
< 0.1%
292.99691081
< 0.1%
285.24969841
< 0.1%
276.02092681
< 0.1%
247.24848591
< 0.1%
245.79971611
< 0.1%
242.49017181
< 0.1%
241.40903481
< 0.1%
233.03122331
< 0.1%

sma20-50
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct2119
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean20.48684716
Minimum-452.0867804
Maximum611.5988848
Zeros0
Zeros (%)0.0%
Negative896
Negative (%)42.3%
Memory size16.7 KiB

Quantile statistics

Minimum-452.0867804
5-th percentile-140.605278
Q1-11.2146096
median1.864433771
Q330.25349821
95-th percentile244.652916
Maximum611.5988848
Range1063.685665
Interquartile range (IQR)41.46810781

Descriptive statistics

Standard deviation110.5169107
Coefficient of variation (CV)5.394529955
Kurtosis5.825764883
Mean20.48684716
Median Absolute Deviation (MAD)18.91943962
Skewness0.9447180056
Sum43411.62913
Variance12213.98755
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
243.72009671
 
< 0.1%
184.29924521
 
< 0.1%
0.39343596551
 
< 0.1%
-141.57073261
 
< 0.1%
2.2573728181
 
< 0.1%
111.2701691
 
< 0.1%
-63.100587881
 
< 0.1%
-4.0352909971
 
< 0.1%
42.717090721
 
< 0.1%
-1.0889542681
 
< 0.1%
Other values (2109)2109
99.5%
ValueCountFrequency (%)
-452.08678041
< 0.1%
-449.75495081
< 0.1%
-449.23765461
< 0.1%
-445.13075751
< 0.1%
-437.35236291
< 0.1%
-435.03379751
< 0.1%
-423.71908571
< 0.1%
-419.03304591
< 0.1%
-409.55327751
< 0.1%
-405.93679121
< 0.1%
ValueCountFrequency (%)
611.59888481
< 0.1%
600.68975191
< 0.1%
593.9410991
< 0.1%
593.74613051
< 0.1%
585.38222471
< 0.1%
584.70871111
< 0.1%
552.95212491
< 0.1%
548.80095351
< 0.1%
527.88766991
< 0.1%
519.9783841
< 0.1%

ema5-20
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct2119
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean10.69816718
Minimum-550.5331535
Maximum655.0576315
Zeros0
Zeros (%)0.0%
Negative951
Negative (%)44.9%
Memory size16.7 KiB

Quantile statistics

Minimum-550.5331535
5-th percentile-119.4714955
Q1-9.449982341
median0.6304321219
Q318.91532021
95-th percentile190.6502239
Maximum655.0576315
Range1205.590785
Interquartile range (IQR)28.36530255

Descriptive statistics

Standard deviation98.12985973
Coefficient of variation (CV)9.172586116
Kurtosis8.833122888
Mean10.69816718
Median Absolute Deviation (MAD)13.99358919
Skewness0.7586144288
Sum22669.41625
Variance9629.46937
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-111.0387731
 
< 0.1%
-13.109631371
 
< 0.1%
-118.06695121
 
< 0.1%
3.8680948161
 
< 0.1%
-23.494431371
 
< 0.1%
47.800530891
 
< 0.1%
-19.963207471
 
< 0.1%
0.89635991661
 
< 0.1%
-0.12532025821
 
< 0.1%
24.80597991
 
< 0.1%
Other values (2109)2109
99.5%
ValueCountFrequency (%)
-550.53315351
< 0.1%
-462.0986831
< 0.1%
-455.0075781
< 0.1%
-454.57828961
< 0.1%
-446.5692691
< 0.1%
-437.57727041
< 0.1%
-426.27412171
< 0.1%
-424.89400931
< 0.1%
-409.78580681
< 0.1%
-374.98743971
< 0.1%
ValueCountFrequency (%)
655.05763151
< 0.1%
616.47425421
< 0.1%
610.97290491
< 0.1%
577.98919921
< 0.1%
573.39418821
< 0.1%
508.10155151
< 0.1%
497.30230811
< 0.1%
496.08574181
< 0.1%
495.11480031
< 0.1%
480.42435931
< 0.1%

macd
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct2119
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.5888723
Minimum-322.7567653
Maximum456.1286212
Zeros0
Zeros (%)0.0%
Negative941
Negative (%)44.4%
Memory size16.7 KiB

Quantile statistics

Minimum-322.7567653
5-th percentile-89.18357454
Q1-8.167982607
median0.5285729544
Q316.57154345
95-th percentile151.2603297
Maximum456.1286212
Range778.8853865
Interquartile range (IQR)24.73952606

Descriptive statistics

Standard deviation72.54015296
Coefficient of variation (CV)7.565034833
Kurtosis7.712259972
Mean9.5888723
Median Absolute Deviation (MAD)11.22461962
Skewness1.074420345
Sum20318.8204
Variance5262.073791
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
11.1367041
 
< 0.1%
31.559461221
 
< 0.1%
68.031741641
 
< 0.1%
-8.3690163181
 
< 0.1%
-2.9226554841
 
< 0.1%
-41.042813511
 
< 0.1%
-32.868096681
 
< 0.1%
20.470699151
 
< 0.1%
8.7747225321
 
< 0.1%
8.0715089611
 
< 0.1%
Other values (2109)2109
99.5%
ValueCountFrequency (%)
-322.75676531
< 0.1%
-320.37704371
< 0.1%
-316.65053311
< 0.1%
-311.30342161
< 0.1%
-306.84846981
< 0.1%
-294.24335551
< 0.1%
-287.94680411
< 0.1%
-277.59181251
< 0.1%
-269.75585191
< 0.1%
-254.45568261
< 0.1%
ValueCountFrequency (%)
456.12862121
< 0.1%
444.77492091
< 0.1%
428.63540221
< 0.1%
428.00394611
< 0.1%
422.26413091
< 0.1%
409.3308671
< 0.1%
394.36303191
< 0.1%
381.68252431
< 0.1%
357.91826271
< 0.1%
341.98078471
< 0.1%

ao14
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct69
Distinct (%)3.3%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean9.158632778
Minimum-92.85714286
Maximum92.85714286
Zeros0
Zeros (%)0.0%
Negative931
Negative (%)43.9%
Memory size16.7 KiB

Quantile statistics

Minimum-92.85714286
5-th percentile-85.71428571
Q1-50
median28.57142857
Q364.28571429
95-th percentile92.85714286
Maximum92.85714286
Range185.7142857
Interquartile range (IQR)114.2857143

Descriptive statistics

Standard deviation59.25974868
Coefficient of variation (CV)6.470370646
Kurtosis-1.463836834
Mean9.158632778
Median Absolute Deviation (MAD)50
Skewness-0.1936566236
Sum19407.14286
Variance3511.717814
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
92.85714286109
 
5.1%
85.71428571101
 
4.8%
-42.8571428682
 
3.9%
42.8571428682
 
3.9%
57.1428571481
 
3.8%
78.5714285779
 
3.7%
5077
 
3.6%
71.4285714373
 
3.4%
64.2857142971
 
3.4%
-85.7142857162
 
2.9%
Other values (59)1302
61.4%
ValueCountFrequency (%)
-92.8571428651
2.4%
-85.7142857162
2.9%
-78.5714285717
 
0.8%
-78.5714285751
2.4%
-71.4285714356
2.6%
-71.4285714316
 
0.8%
-64.2857142936
1.7%
-64.2857142947
2.2%
-57.1428571430
1.4%
-57.1428571461
2.9%
ValueCountFrequency (%)
92.85714286109
5.1%
85.71428571101
4.8%
78.5714285737
 
1.7%
78.5714285779
3.7%
71.4285714373
3.4%
71.4285714318
 
0.8%
64.2857142945
2.1%
64.2857142971
3.4%
57.1428571434
 
1.6%
57.1428571481
3.8%

adx14
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct2119
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean30.7756747
Minimum8.39479208
Maximum64.54113478
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size16.7 KiB

Quantile statistics

Minimum8.39479208
5-th percentile16.33478244
Q121.89159486
median28.86383342
Q337.91256232
95-th percentile52.32309042
Maximum64.54113478
Range56.1463427
Interquartile range (IQR)16.02096746

Descriptive statistics

Standard deviation11.17460074
Coefficient of variation (CV)0.3630984813
Kurtosis-0.2078080921
Mean30.7756747
Median Absolute Deviation (MAD)7.789991402
Skewness0.625911921
Sum65213.65469
Variance124.8717018
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
24.828749311
 
< 0.1%
26.025049421
 
< 0.1%
19.81352571
 
< 0.1%
26.559729951
 
< 0.1%
30.318489391
 
< 0.1%
40.500099291
 
< 0.1%
20.951578151
 
< 0.1%
20.179711841
 
< 0.1%
24.350598621
 
< 0.1%
19.78214061
 
< 0.1%
Other values (2109)2109
99.5%
ValueCountFrequency (%)
8.394792081
< 0.1%
8.6179070691
< 0.1%
8.6932773811
< 0.1%
9.1150197981
< 0.1%
9.2690151811
< 0.1%
9.4968637891
< 0.1%
9.6183964611
< 0.1%
9.8302732391
< 0.1%
9.8959366721
< 0.1%
9.9477525221
< 0.1%
ValueCountFrequency (%)
64.541134781
< 0.1%
63.70516741
< 0.1%
63.146530711
< 0.1%
62.442539011
< 0.1%
62.263666051
< 0.1%
62.071320171
< 0.1%
61.956478611
< 0.1%
61.851541211
< 0.1%
61.749295431
< 0.1%
61.402499561
< 0.1%

wd14
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct2119
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.372973177
Minimum-64.49391712
Maximum94.53144829
Zeros0
Zeros (%)0.0%
Negative1067
Negative (%)50.4%
Memory size16.7 KiB

Quantile statistics

Minimum-64.49391712
5-th percentile-31.35689289
Q1-12.93413676
median-0.2877805344
Q314.3835148
95-th percentile38.49343219
Maximum94.53144829
Range159.0253654
Interquartile range (IQR)27.31765156

Descriptive statistics

Standard deviation21.4184264
Coefficient of variation (CV)15.60003266
Kurtosis0.6562943561
Mean1.372973177
Median Absolute Deviation (MAD)13.67206617
Skewness0.4133866979
Sum2909.330163
Variance458.7489897
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-16.639593321
 
< 0.1%
22.636922141
 
< 0.1%
10.015537111
 
< 0.1%
-33.002656321
 
< 0.1%
12.750871061
 
< 0.1%
7.2587414531
 
< 0.1%
28.079635281
 
< 0.1%
-7.6311808021
 
< 0.1%
17.039358841
 
< 0.1%
-21.224454781
 
< 0.1%
Other values (2109)2109
99.5%
ValueCountFrequency (%)
-64.493917121
< 0.1%
-63.746084431
< 0.1%
-59.321572251
< 0.1%
-58.346629011
< 0.1%
-54.454753371
< 0.1%
-54.1507261
< 0.1%
-54.083365241
< 0.1%
-53.874697931
< 0.1%
-52.296925151
< 0.1%
-49.481249411
< 0.1%
ValueCountFrequency (%)
94.531448291
< 0.1%
92.456290181
< 0.1%
87.803780431
< 0.1%
81.656070961
< 0.1%
74.78799621
< 0.1%
73.365643481
< 0.1%
72.030146971
< 0.1%
71.785093581
< 0.1%
71.655230741
< 0.1%
67.300730251
< 0.1%

ppo12-26
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct2119
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1.314261858
Minimum-16.96818818
Maximum28.43951026
Zeros0
Zeros (%)0.0%
Negative941
Negative (%)44.4%
Memory size16.7 KiB

Quantile statistics

Minimum-16.96818818
5-th percentile-10.11416091
Q1-3.237501725
median0.9132130675
Q35.400377881
95-th percentile13.46103519
Maximum28.43951026
Range45.40769844
Interquartile range (IQR)8.637879606

Descriptive statistics

Standard deviation7.114855746
Coefficient of variation (CV)5.413575465
Kurtosis0.9602805318
Mean1.314261858
Median Absolute Deviation (MAD)4.293165966
Skewness0.4055651854
Sum2784.920876
Variance50.62117229
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
9.5666204521
 
< 0.1%
2.4737468761
 
< 0.1%
9.7598071351
 
< 0.1%
0.092811381751
 
< 0.1%
4.3897001091
 
< 0.1%
-0.5952546431
 
< 0.1%
3.9584513071
 
< 0.1%
4.2718000991
 
< 0.1%
2.9905085311
 
< 0.1%
-2.0301135371
 
< 0.1%
Other values (2109)2109
99.5%
ValueCountFrequency (%)
-16.968188181
< 0.1%
-16.898302271
< 0.1%
-16.812091081
< 0.1%
-16.760994731
< 0.1%
-16.72779531
< 0.1%
-16.667154461
< 0.1%
-16.644341521
< 0.1%
-16.624787951
< 0.1%
-16.607593321
< 0.1%
-16.588944721
< 0.1%
ValueCountFrequency (%)
28.439510261
< 0.1%
27.648848421
< 0.1%
27.565259531
< 0.1%
27.277551921
< 0.1%
27.048241431
< 0.1%
26.433187831
< 0.1%
25.069076311
< 0.1%
24.341528721
< 0.1%
24.181085611
< 0.1%
24.15442121
< 0.1%

rsi14
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct2109
Distinct (%)99.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean52.81064721
Minimum14.60232037
Maximum94.07813088
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size16.7 KiB

Quantile statistics

Minimum14.60232037
5-th percentile31.24766318
Q143.06621222
median51.96334541
Q362.30540295
95-th percentile76.17547006
Maximum94.07813088
Range79.47581051
Interquartile range (IQR)19.23919073

Descriptive statistics

Standard deviation13.68758698
Coefficient of variation (CV)0.2591823373
Kurtosis-0.1978982132
Mean52.81064721
Median Absolute Deviation (MAD)9.56488273
Skewness0.2175562644
Sum111905.7614
Variance187.3500373
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
36.651643096
 
0.3%
44.456122842
 
0.1%
36.651643092
 
0.1%
43.421114112
 
0.1%
63.85513532
 
0.1%
59.573071532
 
0.1%
53.067172631
 
< 0.1%
52.221530521
 
< 0.1%
43.901585521
 
< 0.1%
40.309791791
 
< 0.1%
Other values (2099)2099
99.1%
ValueCountFrequency (%)
14.602320371
< 0.1%
16.063655651
< 0.1%
16.721879661
< 0.1%
18.057874781
< 0.1%
18.598237111
< 0.1%
18.632839471
< 0.1%
18.731642991
< 0.1%
19.521917931
< 0.1%
20.552640041
< 0.1%
20.726484581
< 0.1%
ValueCountFrequency (%)
94.078130881
< 0.1%
92.871613721
< 0.1%
91.850224711
< 0.1%
90.947999571
< 0.1%
90.770002451
< 0.1%
90.718341761
< 0.1%
90.564660111
< 0.1%
89.616851841
< 0.1%
89.591193021
< 0.1%
89.457984411
< 0.1%

mfi14
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct2119
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean0.5186850305
Minimum0.01781846126
Maximum0.9759840764
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size16.7 KiB

Quantile statistics

Minimum0.01781846126
5-th percentile0.2477843963
Q10.3930607088
median0.5158153118
Q30.6374426387
95-th percentile0.8234442958
Maximum0.9759840764
Range0.9581656152
Interquartile range (IQR)0.2443819299

Descriptive statistics

Standard deviation0.1758487914
Coefficient of variation (CV)0.3390280827
Kurtosis-0.2851610133
Mean0.5186850305
Median Absolute Deviation (MAD)0.1222333386
Skewness0.118701467
Sum1099.09358
Variance0.03092279744
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
0.74321187341
 
< 0.1%
0.43648212551
 
< 0.1%
0.5835540211
 
< 0.1%
0.27199075041
 
< 0.1%
0.099825789941
 
< 0.1%
0.44056016351
 
< 0.1%
0.5106275931
 
< 0.1%
0.5171049471
 
< 0.1%
0.32577941941
 
< 0.1%
0.38166202751
 
< 0.1%
Other values (2109)2109
99.5%
ValueCountFrequency (%)
0.017818461261
< 0.1%
0.018708624321
< 0.1%
0.020337178161
< 0.1%
0.03952010261
< 0.1%
0.041116475841
< 0.1%
0.043448951551
< 0.1%
0.064505882581
< 0.1%
0.069028597131
< 0.1%
0.070454395271
< 0.1%
0.071089020921
< 0.1%
ValueCountFrequency (%)
0.97598407641
< 0.1%
0.97101304611
< 0.1%
0.96596518411
< 0.1%
0.96484550521
< 0.1%
0.96393516551
< 0.1%
0.96189559861
< 0.1%
0.94898884361
< 0.1%
0.94887008011
< 0.1%
0.94250310341
< 0.1%
0.94066152321
< 0.1%

tsi
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct2119
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean5.571682518
Minimum-56.4882007
Maximum72.66615065
Zeros0
Zeros (%)0.0%
Negative942
Negative (%)44.5%
Memory size16.7 KiB

Quantile statistics

Minimum-56.4882007
5-th percentile-32.08673982
Q1-10.94509657
median4.154364589
Q322.9804035
95-th percentile48.56689631
Maximum72.66615065
Range129.1543514
Interquartile range (IQR)33.92550007

Descriptive statistics

Standard deviation24.42146141
Coefficient of variation (CV)4.383139443
Kurtosis-0.3950122678
Mean5.571682518
Median Absolute Deviation (MAD)17.06604051
Skewness0.1740325535
Sum11806.39526
Variance596.4077773
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-2.5027125911
 
< 0.1%
20.915388391
 
< 0.1%
-27.263635271
 
< 0.1%
6.9597759371
 
< 0.1%
4.7704031251
 
< 0.1%
39.475490921
 
< 0.1%
9.8144066641
 
< 0.1%
18.262047781
 
< 0.1%
47.858174661
 
< 0.1%
-31.050468451
 
< 0.1%
Other values (2109)2109
99.5%
ValueCountFrequency (%)
-56.48820071
< 0.1%
-55.31289691
< 0.1%
-54.683326471
< 0.1%
-54.504220741
< 0.1%
-52.557819061
< 0.1%
-51.057512821
< 0.1%
-50.802508171
< 0.1%
-50.693265131
< 0.1%
-50.422697181
< 0.1%
-48.312354671
< 0.1%
ValueCountFrequency (%)
72.666150651
< 0.1%
71.817186411
< 0.1%
71.478141241
< 0.1%
70.964705281
< 0.1%
69.272517541
< 0.1%
69.031222561
< 0.1%
69.021948531
< 0.1%
68.008705911
< 0.1%
66.571012161
< 0.1%
66.251388131
< 0.1%

so14
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct2119
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean55.23837159
Minimum7.121585195
Maximum96.84615791
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size16.7 KiB

Quantile statistics

Minimum7.121585195
5-th percentile17.61238605
Q133.67899218
median57.39696234
Q376.386374
95-th percentile89.55679515
Maximum96.84615791
Range89.72457272
Interquartile range (IQR)42.70738182

Descriptive statistics

Standard deviation23.93872399
Coefficient of variation (CV)0.4333712834
Kurtosis-1.238939899
Mean55.23837159
Median Absolute Deviation (MAD)21.1887225
Skewness-0.1408676754
Sum117050.1094
Variance573.0625062
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
48.249303651
 
< 0.1%
60.707861351
 
< 0.1%
87.676200831
 
< 0.1%
70.072259971
 
< 0.1%
85.967377831
 
< 0.1%
85.267240551
 
< 0.1%
18.13362421
 
< 0.1%
89.414776291
 
< 0.1%
48.046936891
 
< 0.1%
80.529603841
 
< 0.1%
Other values (2109)2109
99.5%
ValueCountFrequency (%)
7.1215851951
< 0.1%
7.2180530061
< 0.1%
7.3727303231
< 0.1%
7.4389630731
< 0.1%
7.4413620881
< 0.1%
7.6397406461
< 0.1%
7.6645142931
< 0.1%
8.1136513741
< 0.1%
8.5293427231
< 0.1%
8.5826894041
< 0.1%
ValueCountFrequency (%)
96.846157911
< 0.1%
96.067581211
< 0.1%
95.703848841
< 0.1%
95.427859791
< 0.1%
95.370441881
< 0.1%
95.285933291
< 0.1%
95.007485741
< 0.1%
94.920532741
< 0.1%
94.689342281
< 0.1%
94.595694841
< 0.1%

cmo14
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct2119
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean6.254817615
Minimum-98.89502762
Maximum99.95627619
Zeros1
Zeros (%)< 0.1%
Negative946
Negative (%)44.6%
Memory size16.7 KiB

Quantile statistics

Minimum-98.89502762
5-th percentile-52.80822799
Q1-22.95743249
median6.544117647
Q333.98489526
95-th percentile68.38920682
Maximum99.95627619
Range198.8513038
Interquartile range (IQR)56.94232775

Descriptive statistics

Standard deviation36.86529841
Coefficient of variation (CV)5.893904615
Kurtosis-0.6297903178
Mean6.254817615
Median Absolute Deviation (MAD)28.40859908
Skewness0.01592508565
Sum13253.95853
Variance1359.050227
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-26.007364561
 
< 0.1%
-50.737689211
 
< 0.1%
-46.79408111
 
< 0.1%
-29.793434931
 
< 0.1%
93.221714951
 
< 0.1%
-44.542245651
 
< 0.1%
18.661152751
 
< 0.1%
-26.299797431
 
< 0.1%
-14.298480791
 
< 0.1%
35.575615181
 
< 0.1%
Other values (2109)2109
99.5%
ValueCountFrequency (%)
-98.895027621
< 0.1%
-89.419726651
< 0.1%
-88.263129491
< 0.1%
-86.995315641
< 0.1%
-86.573007831
< 0.1%
-86.136722471
< 0.1%
-85.664753961
< 0.1%
-85.3500911
< 0.1%
-82.503568381
< 0.1%
-80.04197871
< 0.1%
ValueCountFrequency (%)
99.956276191
< 0.1%
95.844464671
< 0.1%
95.797537481
< 0.1%
95.253401811
< 0.1%
93.221714951
< 0.1%
93.202116571
< 0.1%
92.026205661
< 0.1%
90.65778671
< 0.1%
89.796905221
< 0.1%
88.854718981
< 0.1%

atrp14
Real number (ℝ≥0)

HIGH CORRELATION
UNIQUE

Distinct2119
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean24.02555335
Minimum8.114873761
Maximum72.27657133
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size16.7 KiB

Quantile statistics

Minimum8.114873761
5-th percentile11.81630112
Q116.08794233
median21.23800791
Q328.51407
95-th percentile47.1055509
Maximum72.27657133
Range64.16169756
Interquartile range (IQR)12.42612767

Descriptive statistics

Standard deviation10.89951695
Coefficient of variation (CV)0.4536635135
Kurtosis1.70709927
Mean24.02555335
Median Absolute Deviation (MAD)5.992855563
Skewness1.329226318
Sum50910.14755
Variance118.7994697
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
18.487657441
 
< 0.1%
12.515527271
 
< 0.1%
38.552851851
 
< 0.1%
19.512558571
 
< 0.1%
21.21365561
 
< 0.1%
10.773299231
 
< 0.1%
23.787023191
 
< 0.1%
20.301617241
 
< 0.1%
20.248771351
 
< 0.1%
16.756320811
 
< 0.1%
Other values (2109)2109
99.5%
ValueCountFrequency (%)
8.1148737611
< 0.1%
8.3391257891
< 0.1%
8.4572629351
< 0.1%
8.7278684281
< 0.1%
9.0065896281
< 0.1%
9.2231323241
< 0.1%
9.242724031
< 0.1%
9.6850485121
< 0.1%
9.8612443861
< 0.1%
9.9934704111
< 0.1%
ValueCountFrequency (%)
72.276571331
< 0.1%
71.611037021
< 0.1%
67.770107151
< 0.1%
65.827038651
< 0.1%
65.599750091
< 0.1%
64.991070611
< 0.1%
64.646421161
< 0.1%
64.393756541
< 0.1%
64.251537221
< 0.1%
64.144289531
< 0.1%

pvo12-26
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct2119
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1.937583753
Minimum-52.7311368
Maximum65.48423502
Zeros0
Zeros (%)0.0%
Negative1300
Negative (%)61.3%
Memory size16.7 KiB

Quantile statistics

Minimum-52.7311368
5-th percentile-23.85452648
Q1-10.74480102
median-3.768940985
Q36.533342681
95-th percentile23.31016963
Maximum65.48423502
Range118.2153718
Interquartile range (IQR)17.2781437

Descriptive statistics

Standard deviation14.81163743
Coefficient of variation (CV)-7.644385646
Kurtosis1.325176867
Mean-1.937583753
Median Absolute Deviation (MAD)8.384025584
Skewness0.4180800754
Sum-4105.739973
Variance219.3846033
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
14.314977521
 
< 0.1%
-33.664083581
 
< 0.1%
-16.636241031
 
< 0.1%
-8.7652008531
 
< 0.1%
-0.32046549981
 
< 0.1%
-10.108987131
 
< 0.1%
-1.9861152141
 
< 0.1%
-0.53305166341
 
< 0.1%
-10.920201031
 
< 0.1%
11.408065621
 
< 0.1%
Other values (2109)2109
99.5%
ValueCountFrequency (%)
-52.73113681
< 0.1%
-52.446753481
< 0.1%
-51.905560461
< 0.1%
-51.176493631
< 0.1%
-50.207939571
< 0.1%
-49.856831841
< 0.1%
-49.174099441
< 0.1%
-47.792713141
< 0.1%
-47.143910811
< 0.1%
-46.180884481
< 0.1%
ValueCountFrequency (%)
65.484235021
< 0.1%
63.34993441
< 0.1%
54.971102921
< 0.1%
51.835410781
< 0.1%
48.966870241
< 0.1%
47.847457151
< 0.1%
47.546789531
< 0.1%
47.317671741
< 0.1%
47.186319961
< 0.1%
46.954658911
< 0.1%

adl
Real number (ℝ≥0)

Distinct50
Distinct (%)2.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean1488421.515
Minimum974778.3065
Maximum3039314.335
Zeros0
Zeros (%)0.0%
Negative0
Negative (%)0.0%
Memory size16.7 KiB

Quantile statistics

Minimum974778.3065
5-th percentile1486130.467
Q11486130.467
median1486130.467
Q31486130.467
95-th percentile1486130.467
Maximum3039314.335
Range2064536.029
Interquartile range (IQR)0

Descriptive statistics

Standard deviation75445.63247
Coefficient of variation (CV)0.05068835121
Kurtosis142.9069635
Mean1488421.515
Median Absolute Deviation (MAD)0
Skewness7.998861181
Sum3153965189
Variance5692043459
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1486130.4672069
97.6%
2095058.4672
 
0.1%
1780144.2631
 
< 0.1%
2171308.291
 
< 0.1%
1321503.0891
 
< 0.1%
1734975.2041
 
< 0.1%
1312729.1961
 
< 0.1%
974778.30651
 
< 0.1%
1274507.6061
 
< 0.1%
1012770.7621
 
< 0.1%
Other values (40)40
 
1.9%
ValueCountFrequency (%)
974778.30651
< 0.1%
987166.36971
< 0.1%
989410.69761
< 0.1%
1012770.7621
< 0.1%
1014214.7521
< 0.1%
1035396.0511
< 0.1%
1036199.8051
< 0.1%
1048041.9061
< 0.1%
1051530.5711
< 0.1%
1051864.9551
< 0.1%
ValueCountFrequency (%)
3039314.3351
< 0.1%
2429799.571
< 0.1%
2409070.1941
< 0.1%
2367454.1171
< 0.1%
2212752.6511
< 0.1%
2179993.4731
< 0.1%
2171308.291
< 0.1%
2171235.0591
< 0.1%
2103828.3981
< 0.1%
2095058.4672
0.1%

obv
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct2107
Distinct (%)99.4%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean4789190.193
Minimum-7404878.112
Maximum26315630.47
Zeros0
Zeros (%)0.0%
Negative886
Negative (%)41.8%
Memory size16.7 KiB

Quantile statistics

Minimum-7404878.112
5-th percentile-5684331.035
Q1-2946263.714
median2592573.726
Q310086898.61
95-th percentile21124188.93
Maximum26315630.47
Range33720508.59
Interquartile range (IQR)13033162.33

Descriptive statistics

Standard deviation8731060.11
Coefficient of variation (CV)1.823076503
Kurtosis-0.897925662
Mean4789190.193
Median Absolute Deviation (MAD)6183002.986
Skewness0.5511474416
Sum1.014829402 × 1010
Variance7.623141065 × 1013
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-4764560.4428
 
0.4%
22436583.232
 
0.1%
20960589.722
 
0.1%
21628502.112
 
0.1%
17043722.662
 
0.1%
21591535.562
 
0.1%
-5527976.5971
 
< 0.1%
16756900.621
 
< 0.1%
8098658.9631
 
< 0.1%
18278340.731
 
< 0.1%
Other values (2097)2097
99.0%
ValueCountFrequency (%)
-7404878.1121
< 0.1%
-7234763.5911
< 0.1%
-7203034.5591
< 0.1%
-7183314.0091
< 0.1%
-7113221.1571
< 0.1%
-7088372.3371
< 0.1%
-7012652.5891
< 0.1%
-6937858.1561
< 0.1%
-6904909.5541
< 0.1%
-6882188.7291
< 0.1%
ValueCountFrequency (%)
26315630.471
< 0.1%
25474911.251
< 0.1%
25030614.31
< 0.1%
24784447.471
< 0.1%
24505654.121
< 0.1%
24278727.461
< 0.1%
24270954.211
< 0.1%
23790539.461
< 0.1%
23668843.511
< 0.1%
23639437.791
< 0.1%

fi13
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct2119
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1628702.821
Minimum-471547119.6
Maximum109833329
Zeros0
Zeros (%)0.0%
Negative1037
Negative (%)48.9%
Memory size16.7 KiB

Quantile statistics

Minimum-471547119.6
5-th percentile-19775511.54
Q1-1707130.464
median2793.210312
Q31252239.892
95-th percentile15617948.18
Maximum109833329
Range581380448.6
Interquartile range (IQR)2959370.356

Descriptive statistics

Standard deviation22964727.71
Coefficient of variation (CV)-14.10001101
Kurtosis171.6250815
Mean-1628702.821
Median Absolute Deviation (MAD)1451193.737
Skewness-10.381385
Sum-3451221279
Variance5.273787189 × 1014
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
-156.71757921
 
< 0.1%
72981.259551
 
< 0.1%
3344258.4831
 
< 0.1%
-547460.76921
 
< 0.1%
6966465.6211
 
< 0.1%
-52017364.011
 
< 0.1%
-60339008.151
 
< 0.1%
7689076.0911
 
< 0.1%
-2048829.5271
 
< 0.1%
406646.18711
 
< 0.1%
Other values (2109)2109
99.5%
ValueCountFrequency (%)
-471547119.61
< 0.1%
-355780218.41
< 0.1%
-340763609.41
< 0.1%
-330053004.91
< 0.1%
-320060089.11
< 0.1%
-1684326511
< 0.1%
-135665546.51
< 0.1%
-134380822.21
< 0.1%
-134225953.11
< 0.1%
-99541291.61
< 0.1%
ValueCountFrequency (%)
1098333291
< 0.1%
97508949.611
< 0.1%
92981991.681
< 0.1%
84693456.921
< 0.1%
84224385.561
< 0.1%
76207982.691
< 0.1%
67883002.631
< 0.1%
60731010.681
< 0.1%
57407929.361
< 0.1%
55753669.891
< 0.1%

fi50
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
UNIQUE

Distinct2119
Distinct (%)100.0%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-1645450.161
Minimum-119051173.8
Maximum49725733.21
Zeros0
Zeros (%)0.0%
Negative1245
Negative (%)58.8%
Memory size16.7 KiB

Quantile statistics

Minimum-119051173.8
5-th percentile-13032240.53
Q1-1899403.396
median-101632.0801
Q3685101.8385
95-th percentile8467595.636
Maximum49725733.21
Range168776907
Interquartile range (IQR)2584505.234

Descriptive statistics

Standard deviation10585876.79
Coefficient of variation (CV)-6.43342293
Kurtosis34.79331427
Mean-1645450.161
Median Absolute Deviation (MAD)1132482.849
Skewness-4.126719694
Sum-3486708890
Variance1.120607875 × 1014
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
1226471.9741
 
< 0.1%
955331.28991
 
< 0.1%
14439.395651
 
< 0.1%
1255466.8061
 
< 0.1%
-8173950.8691
 
< 0.1%
-1402928.4291
 
< 0.1%
363082.16891
 
< 0.1%
679121.36041
 
< 0.1%
-703202.3251
 
< 0.1%
-1625836.8421
 
< 0.1%
Other values (2109)2109
99.5%
ValueCountFrequency (%)
-119051173.81
< 0.1%
-113118705.11
< 0.1%
-107378681.41
< 0.1%
-104590475.61
< 0.1%
-85590046.281
< 0.1%
-81443883.571
< 0.1%
-80439241.491
< 0.1%
-78916128.111
< 0.1%
-74499889.511
< 0.1%
-73653761.161
< 0.1%
ValueCountFrequency (%)
49725733.211
< 0.1%
46112099.941
< 0.1%
44609684.291
< 0.1%
43852251.071
< 0.1%
41844981.421
< 0.1%
38504339.021
< 0.1%
35811412.21
< 0.1%
34319612.041
< 0.1%
34193611.321
< 0.1%
29967395.991
< 0.1%

market_cap
Real number (ℝ≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct2108
Distinct (%)99.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean371001796.4
Minimum0
Maximum7814400435
Zeros12
Zeros (%)0.6%
Negative0
Negative (%)0.0%
Memory size16.7 KiB

Quantile statistics

Minimum0
5-th percentile681819.6511
Q141077754.24
median101816406.9
Q3405017667.9
95-th percentile1561680581
Maximum7814400435
Range7814400435
Interquartile range (IQR)363939913.6

Descriptive statistics

Standard deviation633983524.7
Coefficient of variation (CV)1.708842197
Kurtosis20.40764031
Mean371001796.4
Median Absolute Deviation (MAD)88130449.69
Skewness3.604561475
Sum7.861528065 × 1011
Variance4.019351095 × 1017
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
012
 
0.6%
93616448.931
 
< 0.1%
233495164.91
 
< 0.1%
70304601.171
 
< 0.1%
64310020.481
 
< 0.1%
336428.70521
 
< 0.1%
687492.2631
 
< 0.1%
106798475.41
 
< 0.1%
142638890.71
 
< 0.1%
277886402.71
 
< 0.1%
Other values (2098)2098
99.0%
ValueCountFrequency (%)
012
0.6%
74410.078121
 
< 0.1%
76271.389131
 
< 0.1%
79236.094561
 
< 0.1%
87910.861761
 
< 0.1%
91909.147311
 
< 0.1%
108223.1161
 
< 0.1%
111738.6471
 
< 0.1%
113444.11351
 
< 0.1%
115331.05761
 
< 0.1%
ValueCountFrequency (%)
78144004351
< 0.1%
51741054281
< 0.1%
49169473401
< 0.1%
49003914341
< 0.1%
47549681161
< 0.1%
44884491721
< 0.1%
43520707041
< 0.1%
43034448651
< 0.1%
41486933101
< 0.1%
41449118551
< 0.1%

return
Real number (ℝ)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct2108
Distinct (%)99.5%
Missing0
Missing (%)0.0%
Infinite0
Infinite (%)0.0%
Mean-0.0007627693977
Minimum-0.2834095592
Maximum0.4968232912
Zeros12
Zeros (%)0.6%
Negative1103
Negative (%)52.1%
Memory size16.7 KiB

Quantile statistics

Minimum-0.2834095592
5-th percentile-0.0857769829
Q1-0.02926241274
median-0.002085609296
Q30.02259263333
95-th percentile0.09118398025
Maximum0.4968232912
Range0.7802328504
Interquartile range (IQR)0.05185504606

Descriptive statistics

Standard deviation0.05774991413
Coefficient of variation (CV)-75.71084301
Kurtosis8.24242516
Mean-0.0007627693977
Median Absolute Deviation (MAD)0.02591320467
Skewness1.02411722
Sum-1.616308354
Variance0.003335052582
MonotonicityNot monotonic
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%)
012
 
0.6%
-0.12708600771
 
< 0.1%
0.044066158311
 
< 0.1%
0.033892514511
 
< 0.1%
0.04683664781
 
< 0.1%
0.031184674961
 
< 0.1%
0.070657984261
 
< 0.1%
-0.0086220096141
 
< 0.1%
-0.0094221647261
 
< 0.1%
-0.14029743831
 
< 0.1%
Other values (2098)2098
99.0%
ValueCountFrequency (%)
-0.28340955921
< 0.1%
-0.21631059161
< 0.1%
-0.20789140181
< 0.1%
-0.20385559421
< 0.1%
-0.203735261
< 0.1%
-0.20151981531
< 0.1%
-0.19877896941
< 0.1%
-0.19500044481
< 0.1%
-0.18657896081
< 0.1%
-0.18104191471
< 0.1%
ValueCountFrequency (%)
0.49682329121
< 0.1%
0.44466534131
< 0.1%
0.42149207581
< 0.1%
0.38376474441
< 0.1%
0.2577241281
< 0.1%
0.25181696591
< 0.1%
0.24957518351
< 0.1%
0.24026325281
< 0.1%
0.22858638741
< 0.1%
0.21186440681
< 0.1%

buy_indicator
Categorical

Distinct2
Distinct (%)0.1%
Missing1
Missing (%)< 0.1%
Memory size16.7 KiB
0.0
1855 
1.0
263 

Length

Max length3
Median length3
Mean length3
Min length3

Characters and Unicode

Total characters6354
Distinct characters3
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0.0
2nd row0.0
3rd row0.0
4th row1.0
5th row1.0

Common Values

ValueCountFrequency (%)
0.01855
87.5%
1.0263
 
12.4%
(Missing)1
 
< 0.1%

Length

Histogram of lengths of the category

Pie chart

ValueCountFrequency (%)
0.01855
87.6%
1.0263
 
12.4%

Most occurring characters

ValueCountFrequency (%)
03973
62.5%
.2118
33.3%
1263
 
4.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number4236
66.7%
Other Punctuation2118
33.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
03973
93.8%
1263
 
6.2%
Other Punctuation
ValueCountFrequency (%)
.2118
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common6354
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
03973
62.5%
.2118
33.3%
1263
 
4.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII6354
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
03973
62.5%
.2118
33.3%
1263
 
4.1%

close_buy_indicator
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size16.7 KiB
0.0
1856 
1.0
263 

Length

Max length3
Median length3
Mean length3
Min length3

Characters and Unicode

Total characters6357
Distinct characters3
Distinct categories2 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0.0
2nd row0.0
3rd row0.0
4th row0.0
5th row1.0

Common Values

ValueCountFrequency (%)
0.01856
87.6%
1.0263
 
12.4%

Length

Histogram of lengths of the category

Pie chart

ValueCountFrequency (%)
0.01856
87.6%
1.0263
 
12.4%

Most occurring characters

ValueCountFrequency (%)
03975
62.5%
.2119
33.3%
1263
 
4.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number4238
66.7%
Other Punctuation2119
33.3%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
03975
93.8%
1263
 
6.2%
Other Punctuation
ValueCountFrequency (%)
.2119
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common6357
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
03975
62.5%
.2119
33.3%
1263
 
4.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII6357
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
03975
62.5%
.2119
33.3%
1263
 
4.1%

short_indicator
Categorical

Distinct2
Distinct (%)0.1%
Missing1
Missing (%)< 0.1%
Memory size16.7 KiB
0.0
1843 
-1.0
275 

Length

Max length4
Median length3
Mean length3.129839471
Min length3

Characters and Unicode

Total characters6629
Distinct characters4
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row0.0
2nd row0.0
3rd row-1.0
4th row0.0
5th row0.0

Common Values

ValueCountFrequency (%)
0.01843
87.0%
-1.0275
 
13.0%
(Missing)1
 
< 0.1%

Length

Histogram of lengths of the category

Pie chart

ValueCountFrequency (%)
0.01843
87.0%
1.0275
 
13.0%

Most occurring characters

ValueCountFrequency (%)
03961
59.8%
.2118
32.0%
-275
 
4.1%
1275
 
4.1%

Most occurring categories

ValueCountFrequency (%)
Decimal Number4236
63.9%
Other Punctuation2118
32.0%
Dash Punctuation275
 
4.1%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
03961
93.5%
1275
 
6.5%
Other Punctuation
ValueCountFrequency (%)
.2118
100.0%
Dash Punctuation
ValueCountFrequency (%)
-275
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common6629
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
03961
59.8%
.2118
32.0%
-275
 
4.1%
1275
 
4.1%

Most occurring blocks

ValueCountFrequency (%)
ASCII6629
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
03961
59.8%
.2118
32.0%
-275
 
4.1%
1275
 
4.1%

close_short_indicator
Categorical

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION

Distinct2
Distinct (%)0.1%
Missing0
Missing (%)0.0%
Memory size16.7 KiB
0.0
1843 
-1.0
276 

Length

Max length4
Median length3
Mean length3.130250118
Min length3

Characters and Unicode

Total characters6633
Distinct characters4
Distinct categories3 ?
Distinct scripts1 ?
Distinct blocks1 ?
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique0 ?
Unique (%)0.0%

Sample

1st row-1.0
2nd row0.0
3rd row0.0
4th row-1.0
5th row0.0

Common Values

ValueCountFrequency (%)
0.01843
87.0%
-1.0276
 
13.0%

Length

Histogram of lengths of the category

Pie chart

ValueCountFrequency (%)
0.01843
87.0%
1.0276
 
13.0%

Most occurring characters

ValueCountFrequency (%)
03962
59.7%
.2119
31.9%
-276
 
4.2%
1276
 
4.2%

Most occurring categories

ValueCountFrequency (%)
Decimal Number4238
63.9%
Other Punctuation2119
31.9%
Dash Punctuation276
 
4.2%

Most frequent character per category

Decimal Number
ValueCountFrequency (%)
03962
93.5%
1276
 
6.5%
Dash Punctuation
ValueCountFrequency (%)
-276
100.0%
Other Punctuation
ValueCountFrequency (%)
.2119
100.0%

Most occurring scripts

ValueCountFrequency (%)
Common6633
100.0%

Most frequent character per script

Common
ValueCountFrequency (%)
03962
59.7%
.2119
31.9%
-276
 
4.2%
1276
 
4.2%

Most occurring blocks

ValueCountFrequency (%)
ASCII6633
100.0%

Most frequent character per block

ASCII
ValueCountFrequency (%)
03962
59.7%
.2119
31.9%
-276
 
4.2%
1276
 
4.2%

Interactions

Correlations

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Missing values

A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

Sample

First rows

level_0df_indextimeopenhighlowclosevolumesma5-20sma8-15sma20-50ema5-20macdao14adx14wd14ppo12-26rsi14mfi14tsiso14cmo14atrp14pvo12-26adlobvfi13fi50market_capreturnbuy_indicatorclose_buy_indicatorshort_indicatorclose_short_indicator
094942016-06-13 00:00:0015.85818.28015.85718.0816.724690e+051.519000.7659691.5141461.7485541.10199185.71428631.40209247.6700988.05045676.0594960.82334129.07812289.80892361.90916119.96445021.0063591.780144e+062.205917e+063.059401e+05109753.7804711.215891e+07-0.1229470.00.00.0-1.0
195952016-06-14 00:00:0018.10019.41016.00018.5108.284903e+052.093750.9847491.6964442.2143351.31685092.85714333.62487147.9808499.37531777.2032480.85583033.62180488.21094472.85714319.95970133.7632662.171308e+063.034407e+063.130090e+05119387.8410521.533535e+07-0.0221500.00.00.00.0
296962016-06-15 00:00:0018.51019.10017.55018.8662.809852e+052.738151.1408981.8681392.5097421.49856185.71428635.68887940.76646010.40438078.1367000.86301437.51303289.12142674.08213620.13065529.1101592.367454e+063.315393e+062.825835e+05118628.7392865.301068e+06-0.0188700.00.0-1.00.0
397972016-06-16 00:00:0019.00021.50018.59121.4426.997642e+053.628751.4659182.1526093.2215661.82923892.85714338.26523255.83395912.25633483.4253410.91130343.34544692.50881681.76807319.01916533.9375473.039314e+064.015157e+064.997276e+05184666.5356571.500434e+07-0.1138891.00.00.0-1.0
498982016-06-17 00:00:0021.43921.69011.51014.3233.365261e+063.210500.9542691.9983021.8536761.49982985.71428635.794374-14.54056710.07933448.5052700.51547030.94444170.8834153.57703930.28713763.3499341.533873e+066.498960e+05-2.994132e+06-762076.8920664.820063e+070.4968231.01.00.00.0
599992016-06-18 00:00:0014.33814.64010.13312.4402.492089e+062.077300.3964871.7525710.5214291.074505-14.28571434.079520-20.0311977.30985943.3379900.41198619.97506253.909586-7.75786737.55382965.4842351.593037e+06-1.842193e+06-3.236771e+06-916215.1749943.100158e+070.1525720.01.00.00.0
61001002016-06-19 00:00:0012.43713.36111.57012.3605.906076e+050.86680-0.0019061.528004-0.3177480.722651-21.42857132.487156-17.5776584.97486843.1277800.43759412.72287542.362960-9.04902940.34937154.9711031.523457e+06-2.432800e+06-2.781125e+06-882138.0547347.299910e+060.0062300.00.00.00.0
71011012016-06-20 00:00:0012.36112.36410.51011.7417.587751e+05-0.44225-0.3331621.292836-0.9612080.389386-28.57142931.449196-22.0518952.71924341.4523730.4095786.82760532.879855-16.35542345.34830247.1863201.772289e+06-3.191575e+06-2.450919e+06-865963.2988528.908778e+060.0528060.00.0-1.00.0
81021022016-06-21 00:00:0011.68214.88811.20014.6717.452056e+05-1.84420-0.2644851.245860-0.6212000.357499-28.57142929.204163-3.0635632.49202951.1299700.4350345.84207435.0086520.70345038.42519040.5092732.429800e+06-2.446370e+06-1.788866e+06-746378.3733321.093291e+07-0.2037351.00.00.0-1.0
91031032016-06-22 00:00:0014.80015.90012.77012.9691.151270e+06-2.07540-0.3758721.106059-0.8016290.192711-28.57142927.5570043.2990251.35296146.3384200.4776733.18280231.518848-5.69149445.70870537.9495091.424921e+06-3.597640e+06-1.813237e+06-793950.2640251.493082e+070.1411830.01.00.00.0

Last rows

level_0df_indextimeopenhighlowclosevolumesma5-20sma8-15sma20-50ema5-20macdao14adx14wd14ppo12-26rsi14mfi14tsiso14cmo14atrp14pvo12-26adlobvfi13fi50market_capreturnbuy_indicatorclose_buy_indicatorshort_indicatorclose_short_indicator
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